# AgentSwarms

> The hands-on playground for learning Agentic AI. A free, interactive curriculum where you build agents, run multi-agent swarms, and inspect traces — all in your browser.

AgentSwarms teaches Agentic & Generative AI by doing. Every concept ships with a runnable agent, a real dataset, or a live swarm canvas. The Learner tier is free forever — no credit card. Bring your own provider keys (OpenAI, Anthropic, Gemini, Bedrock, Azure, OCI, Qwen, Grok) when you want unlimited usage.

## Pages

- [Home](/): What AgentSwarms is and why it exists.
- [Curriculum](/curriculum): Full 5-track curriculum — Foundations, Patterns & Tools, SQL Agents, Multi-Agent Swarms, Scaling & Enterprise.
- [Learn](/learn): Deep, chapter-based lessons covering prompts, RAG, tools, guardrails, swarms, observability, evals, and a Production Field Manual.
- [Pricing](/pricing): Free-forever Learner tier, BYOK Builder tier, and Teams (coming later).
- [About](/about): Mission, philosophy, and how AgentSwarms differs from Langflow, Dify, and Flowise.
- [Contact](/contact): Reach the team.
- [Interview Questions](/interview-questions): 100+ Agentic AI interview questions with answers.

## Free AI Tools (no sign-up)

- [Free Tools Hub](/tools): All 17 free single-purpose AI tools for agent builders.
- [URL to Markdown](/tools/url-to-markdown): Strip a webpage to clean Markdown for LLM context.
- [RAG Chunk Visualizer](/tools/rag-chunk-visualizer): Preview how text splits into chunks for retrieval.
- [LLM-as-Judge Prompt](/tools/llm-judge-prompt): Generate evaluator prompts that score model outputs.
- [JSON Extractor Prompt](/tools/json-extractor-prompt): Build prompts that force strict JSON output.
- [Intent Router Prompt](/tools/intent-router): Classify user intent for multi-agent routing.
- [Agent Cost Calculator](/tools/agent-cost-calculator): Estimate per-run token cost across providers.
- [Swarm Architecture Diagram](/tools/swarm-architecture-diagram): Generate Mermaid diagrams for agent swarms.
- [Prompt Injection Tester](/tools/prompt-injection-tester): Stress-test your system prompt against jailbreaks.
- [CSV to SQL](/tools/csv-to-sql): Convert CSV data into clean SQL inserts and DDL.
- [PII Redactor Prompt](/tools/pii-redactor-prompt): Sanitize text before sending it to an external LLM.
- [LLM Tool Schema Generator](/tools/llm-tool-schema-generator): Build strict JSON schemas for tool calling.
- [GraphRAG Triplet Extractor](/tools/graphrag-triplet-extractor): Extract entity-relationship triplets from text.
- [Synthetic RAG Eval Dataset Generator](/tools/rag-eval-dataset-generator): Create Q&A eval datasets from source docs.
- [ReAct Prompt Builder](/tools/react-prompt-builder): Generate Thought → Action → Observation prompts.
- [Semantic Chunker](/tools/semantic-chunker): Split text by meaning instead of fixed size.
- [System Prompt Generator](/tools/system-prompt-generator): Generate paste-ready AI system prompts from a brief.
- [skill.md Generator](/tools/skill-md-generator): Generate reusable Markdown skill files for AI agents.

## Optional

- [Privacy](/privacy): Data handling, RLS, and provider key encryption.